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28_weights_forecast_level2.md

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index variable weight unadjusted OR TP TN FP FN AUC Single
0 Lab:Cholesterol.total/Cholesterol in HDL [Mass Ratio] in Serum or Plasma 9830-1[normedValue_sd_between_1,3] 0.002 0.307 [0.184, 0.513] 15.0 32043.0 731.0 2143.0 0.492
1 demographics_age[between_70_and_80] 0.002 0.730 [0.654, 0.815] 413.0 24750.0 8024.0 1745.0 0.473
2 Lab:MCV [Entitic volume] by Automated count 787-2[normedValue_sd_between_1,3] 0.002 1.451 [1.277, 1.649] 296.0 29538.0 3236.0 1862.0 0.519
3 Diagnosis:Observation of frequency of falls sid:298346008 279992002[count>0] 0.002 5.889 [3.801, 9.124] 28.0 32701.0 73.0 2130.0 0.505
4 Diagnosis:Recurrent falls (finding) sid:279992002 404911003[count>0] 0.002 6.055 [3.901, 9.398] 28.0 32703.0 71.0 2130.0 0.505
5 demographics_age[between_90_and_100] 0.002 1.521 [1.324, 1.749] 244.0 30240.0 2534.0 1914.0 0.518
6 Diagnosis:Cardiovascular function finding sid:301458000 111970001[count>2] 0.002 1.565 [1.346, 1.819] 205.0 30714.0 2060.0 1953.0 0.516
7 Diagnosis:Observation of falls sid:298343000 161898004[count>0] 0.002 5.889 [3.801, 9.124] 28.0 32701.0 73.0 2130.0 0.505
8 Diagnosis:Finding of bowel action (finding) sid:366256008 300379007[count>10] 0.002 2.070 [1.654, 2.590] 90.0 32099.0 675.0 2068.0 0.511
9 Diagnosis:Accidental physical contact sid:55566008 17542004[count>0] 0.002 1.528 [1.327, 1.758] 238.0 30314.0 2460.0 1920.0 0.518
10 Diagnosis:Observation of defecation sid:300373008 300387008[count>10] 0.001 1.974 [1.582, 2.463] 92.0 32051.0 723.0 2066.0 0.510
11 Diagnosis:Dizziness sid:404640003 103017008[count>0] 0.001 1.393 [1.234, 1.572] 337.0 28930.0 3844.0 1821.0 0.519
12 Diagnosis:Abnormal cardiovascular function (finding) sid:111970001 195675009[count>2] 0.001 1.554 [1.336, 1.808] 203.0 30721.0 2053.0 1955.0 0.516
13 Diagnosis:Generalized enlarged lymph nodes R59.1[count>2] 0.001 0.156 [0.050, 0.488] 3.0 32485.0 289.0 2155.0 0.496
14 Diagnosis:Acute systolic (congestive) heart failure I50.21[count>2] 0.001 1.569 [1.342, 1.835] 189.0 30885.0 1889.0 1969.0 0.515
15 Diagnosis:Bowel habit sid:39211005 300374002[count>10] 0.001 2.070 [1.654, 2.590] 90.0 32099.0 675.0 2068.0 0.511
16 Lab:MCV [Entitic volume] by Automated count 787-2[normedValue_sd_between_-0.5,0.5] 0.001 0.733 [0.650, 0.827] 329.0 26318.0 6456.0 1829.0 0.478
17 Diagnosis:Accidental event sid:418019003 309535002[count>2] 0.001 1.708 [1.427, 2.046] 140.0 31495.0 1279.0 2018.0 0.513
18 Diagnosis:Pelvic varices (disorder) sid:17406005 111295005[count>2] 0.001 1.821 [1.441, 2.303] 81.0 32087.0 687.0 2077.0 0.508
19 Diagnosis:Ringworm of nail sid:414941008 23484007[count>10] 0.001 0.223 [0.099, 0.500] 6.0 32369.0 405.0 2152.0 0.495
20 Diagnosis:Cardiac insufficiency sid:84114007 10091002[count>10] 0.001 1.722 [1.454, 2.039] 161.0 31308.0 1466.0 1997.0 0.515
21 Diagnosis:Chronic combined systolic (congestive) and diastolic (congestive) heart failure I50.42[count>2] 0.001 1.564 [1.338, 1.829] 189.0 30879.0 1895.0 1969.0 0.515
22 Diagnosis:Clinical finding sid:404684003 250171008[count>2] 0.001 0.284 [0.194, 0.416] 2125.0 144.0 32630.0 33.0 0.495
23 Diagnosis:Anterograde amnesia R41.1[count>0] 0.001 1.541 [1.317, 1.803] 187.0 30873.0 1901.0 1971.0 0.514
24 Diagnosis:Myocardial lesion (finding) sid:301122000 251061000[count>10] 0.001 3.250 [2.273, 4.645] 37.0 32599.0 175.0 2121.0 0.506
25 Diagnosis:Chronic systolic (congestive) heart failure I50.22[count>2] 0.001 1.548 [1.328, 1.804] 198.0 30766.0 2008.0 1960.0 0.515
26 Diagnosis:Altered bowel function (finding) sid:88111009 62315008[count>2] 0.001 1.404 [1.226, 1.607] 260.0 29860.0 2914.0 1898.0 0.516
27 Diagnosis:Disorder of cardiac function (disorder) sid:105981003 27012009[count>10] 0.001 1.590 [1.348, 1.876] 168.0 31122.0 1652.0 1990.0 0.514
28 Diagnosis:Cardiovascular function (observable entity) sid:70337006 176148002[count>2] 0.001 1.565 [1.346, 1.819] 205.0 30714.0 2060.0 1953.0 0.516
29 Diagnosis:Palpitations R00.2[count>2] 0.001 0.508 [0.363, 0.710] 36.0 31715.0 1059.0 2122.0 0.492
30 Diagnosis:Onychomycosis caused by dermatophyte sid:402134005 403058003[count>10] 0.001 0.214 [0.088, 0.518] 5.0 32422.0 352.0 2153.0 0.496
31 Diagnosis:Cerebral atherosclerosis (disorder) sid:55382008 724425005[count>0] 0.001 3.524 [2.379, 5.219] 31.0 32639.0 135.0 2127.0 0.505
32 Diagnosis:Congestive heart failure (disorder) sid:42343007 10633002[count>0] 0.001 1.466 [1.284, 1.673] 274.0 29816.0 2958.0 1884.0 0.518
33 Diagnosis:Perception of heart beat sid:271820000 102590007[count>2] 0.001 0.508 [0.363, 0.710] 36.0 31715.0 1059.0 2122.0 0.492
34 Diagnosis:Unspecified diastolic (congestive) heart failure I50.30[count>0] 0.001 1.467 [1.279, 1.682] 253.0 30053.0 2721.0 1905.0 0.517
35 Diagnosis:Elastoid degeneration (morphologic abnormality) sid:22427006 111200005[count>0] 0.001 0.246 [0.110, 0.552] 6.0 32407.0 367.0 2152.0 0.496
36 Diagnosis:Acute on chronic systolic (congestive) heart failure I50.23[count>2] 0.001 1.559 [1.333, 1.824] 188.0 30884.0 1890.0 1970.0 0.515
37 Diagnosis:Tinea unguium B35.1[count>10] 0.001 0.188 [0.078, 0.456] 5.0 32375.0 399.0 2153.0 0.495
38 Diagnosis:Disorder of colon sid:128524007 1045000[count>0] 0.001 1.328 [1.187, 1.486] 402.0 27955.0 4819.0 1756.0 0.520
39 Diagnosis:Heart failure, unspecified I50.9[count>0] 0.001 1.434 [1.252, 1.643] 256.0 29962.0 2812.0 1902.0 0.516
40 Diagnosis:Disturbance of memory sid:386807006 162200009[count>0] 0.001 1.503 [1.289, 1.753] 195.0 30742.0 2032.0 1963.0 0.514
41 Diagnosis:Other amnesia R41.3[count>0] 0.001 1.512 [1.294, 1.767] 190.0 30807.0 1967.0 1968.0 0.514
42 Diagnosis:Disorder of colon sid:128524007 1045000[count>10] 0.001 1.869 [1.513, 2.308] 101.0 31935.0 839.0 2057.0 0.511
43 Diagnosis:Chronic combined systolic (congestive) and diastolic (congestive) heart failure I50.42[count>0] 0.001 1.497 [1.305, 1.719] 249.0 30148.0 2626.0 1909.0 0.518
44 Diagnosis:Anterograde amnesia R41.1[count>2] 0.001 1.619 [1.334, 1.966] 119.0 31634.0 1140.0 2039.0 0.510
45 Diagnosis:Disorder of cardiac ventricle sid:415991003 253268005[count>10] 0.001 1.629 [1.364, 1.947] 143.0 31406.0 1368.0 2015.0 0.512
46 Diagnosis:Myocardial infarct sid:22298006 194856005[count>10] 0.001 3.177 [2.224, 4.538] 37.0 32595.0 179.0 2121.0 0.506
47 Diagnosis:Malignant melanoma of skin, unspecified C43.9[count>0] 0.001 0.000 [0.000, 0.000] 0.0 32581.0 193.0 2158.0 0.497
48 Diagnosis:Unilateral primary osteoarthritis, unspecified hip M16.10[count>0] 0.001 0.383 [0.242, 0.605] 19.0 32031.0 743.0 2139.0 0.493
49 Diagnosis:Bilateral primary osteoarthritis of hip M16.0[count>0] 0.001 0.352 [0.211, 0.588] 15.0 32135.0 639.0 2143.0 0.494
50 Diagnosis:Hypoxemia R09.02[count>0] 0.001 1.743 [1.412, 2.151] 101.0 31876.0 898.0 2057.0 0.510
51 Diagnosis:Disorder of cardiac ventricle sid:415991003 253268005[count>2] 0.001 1.400 [1.236, 1.585] 315.0 29208.0 3566.0 1843.0 0.519
52 Diagnosis:Surgical procedure on lower extremity (procedure) sid:107784002 107785001[count>0] 0.001 0.674 [0.553, 0.823] 107.0 30421.0 2353.0 2051.0 0.489
53 Diagnosis:Acute on chronic systolic heart failure sid:443253003 153951000119103[count>0] 0.001 2.168 [1.617, 2.908] 52.0 32405.0 369.0 2106.0 0.506
54 Diagnosis:Infection of nail (disorder) sid:238408000 71906005[count>10] 0.001 0.259 [0.123, 0.548] 7.0 32368.0 406.0 2151.0 0.495
55 Diagnosis:Finding of colon sid:300310003 315606000[count>0] 0.001 1.470 [1.276, 1.694] 235.0 30259.0 2515.0 1923.0 0.516
56 Diagnosis:Unspecified combined systolic (congestive) and diastolic (congestive) heart failure I50.40[count>0] 0.001 1.475 [1.284, 1.694] 247.0 30133.0 2641.0 1911.0 0.517
57 Diagnosis:Accidental event sid:418019003 309535002[count>0] 0.001 1.429 [1.254, 1.629] 280.0 29678.0 3096.0 1878.0 0.518
58 Diagnosis:Carpal tunnel syndrome of left wrist sid:293861000119102 12265501000119101[count>0] 0.001 0.292 [0.145, 0.589] 8.0 32362.0 412.0 2150.0 0.496
59 Diagnosis:Personal history of transient ischemic attack (TIA), and cerebral infarction without residual deficits Z86.73[count>0] 0.001 1.647 [1.370, 1.980] 133.0 31517.0 1257.0 2025.0 0.512